I help startups and enterprises build production-grade Generative AI applications that drive real business outcomes. With 6+ years of experience in AI, Machine Learning, and Full-Stack Development, I specialize in designing and delivering end-to-end AI solutions using LLMs, Agentic AI, RAG, multimodal AI, speech technologies, and modern web applications. I've worked with startups, enterprises, and global organizations to build scalable AI products, automate workflows, and transform unstructured data into actionable business intelligence. What I Build: ✅ AI Agents & Multi-Agent Systems ✅ Retrieval-Augmented Generation (RAG) Applications ✅ Custom Chatbots & AI Assistants ✅ Voice AI (STT, TTS, Real-Time Conversations) ✅ LLM Integrations (OpenAI, Claude, Gemini, Llama, Qwen) ✅ MCP & Tool-Calling Architectures ✅ Knowledge Bases & Enterprise Search ✅ AI-Powered SaaS Products ✅ Full-Stack AI Applications (React, Next.js, Node.js, Python, FastAPI) ✅ Cloud Deployments (AWS, GCP, Azure) Technical Expertise: Generative AI: LLMs, Agentic AI, RAG, Fine-Tuning, Prompt Engineering, Vector Databases, MCP, Function Calling AI Frameworks:LangChain, LangGraph, LlamaIndex, CrewAI, AutoGen, Hugging Face Full Stack: React, Next.js, Node.js, Python, FastAPI, REST APIs Databases: MongoDB, PostgreSQL, Redis, Pinecone, FAISS, Weaviate Speech & Multimodal AI: Deepgram, ElevenLabs, LiveKit, Vision Models Why Clients Work With Me ✔ End-to-end ownership from idea to production ✔ Strong architecture and scalability mindset ✔ Business-focused AI solutions, not just demos ✔ Fast communication and reliable delivery ✔ Experience leading AI teams and complex enterprise projects Whether you need an AI MVP, enterprise-grade AI platform, AI agents, voice assistants, or a complete GenAI product, I can help turn your vision into a scalable solution. Let's discuss how AI can create measurable impact for your business.

Your CRM should be more than a place to store contacts, it should power your entire business. I help businesses transform GHL, HubSpot, and other CRMs into intelligent systems that automate lead management, sales operations, customer communication, and internal workflows. Whether you're scaling your sales team, building a GTM engine, improving RevOps, or implementing AI across your business, I build automation that works reliably behind the scenes so your team can focus on growth. My expertise spans GHL automation, AI agents, voice AI, GTM automation, RevOps, and custom workflow development. I build scalable systems that connect your CRM with the rest of your tech stack using APIs, webhooks, and automation platforms like n8n, Make, and Zapier. Services I Offer: - GoHighLevel (GHL) CRM Setup, Automation & Optimization - HubSpot CRM Implementation & Automation - CRM Migration & Data Synchronization - RevOps (Revenue Operations) Automation - GTM (Go-to-Market) Automation & Integrations - Sales Pipeline & Opportunity Management - Lead Capture, Routing, Scoring & Qualification - Apollo Lead Generation & Enrichment - AI Automation & Business Process Automation - AI Agents & Multi-Agent Workflows - RAG (Retrieval-Augmented Generation) AI Systems - AI Chatbots & Customer Support Assistants - AI Voice Agents (VAPI & Voice AI) - OpenAI, ChatGPT, Claude & Gemini Integrations - n8n, Make & Zapier Automation - API Integrations, REST APIs & Webhooks - Email, SMS & WhatsApp Automation - Appointment Booking & Calendar Automation - Airtable, Google Workspace & Database Automation - Reporting Dashboards & Business Intelligence - Custom SaaS Integrations & Business Workflows Every workflow I build is designed to be scalable, reliable, and easy to maintain. I don't just automate tasks, I build systems that improve operations, increase team productivity, and support long-term business growth. If you're looking for a partner who understands CRM strategy, RevOps, GTM, and AI automation, I'd love to help build a solution tailored to your business. #GoHighLevel #GHL #GoHighLevelExpert #CRM #CRMAutomation #CRMSetup #CRMIntegration #CRMMigration #HubSpot #HubSpotExpert #HubSpotAutomation #Mondaycom #Salesforce #Pipedrive #ZohoCRM #AIAutomation #WorkflowAutomation #BusinessAutomation #BusinessProcessAutomation #AIAgents #AIChatbot #AIAssistant #VoiceAI #VoiceAgent #VAPI #RAG #OpenAI #ChatGPT #ClaudeAI #GeminiAI #PromptEngineering #n8n #Makecom #Zapier #APIIntegration #RESTAPI #Webhooks #LeadGeneration #LeadManagement #LeadScoring #LeadQualification #RevOps #Apollo #LeadEnrichment #SalesAutomation #PipelineAutomation #EmailAutomation #SMSAutomation #WhatsAppAutomation #Twilio #AppointmentBooking #GoogleWorkspace #GoogleSheets #Airtable #Slack #CustomAutomation

I am AI Agent&Chatbot Developer with huge experience to integration and automation with Python. Also, I have experienced with web scraping (selenium). I have a good experience in Data Science and Numerical Analysis. I am PhD in Physics experienced in scientific writting and good comunication skills in differents branches of science.

Six years ago I wrote my first Angular component. Today I'm designing deep learning architectures, training CNNs, RNNs, LSTMs, and Transformers with TensorFlow, Keras, and PyTorch, running NLP and computer vision pipelines in Python, deploying ML models into production inference APIs, and shipping the Mapbox dashboards that make all of it usable for real users. Full-stack engineering, data science, deep learning, and geospatial intelligence — one connected skill set, not four separate services. My current role is at Farmdar, a precision agriculture platform where this plays out at scale every day. I manage Apache Airflow workflows that orchestrate Sentinel-2 satellite imagery processing, build NDVI-based crop stress classifiers using Python, scikit-learn, and Pandas, optimize PostGIS and PostgreSQL spatial queries across large geospatial datasets, and deliver results through Mapbox GL JS and Cesium dashboards with GeoJSON, Leaflet, and remote sensing integrations. The Golang APIs connecting it all in production? I write those too. When clients post for "deep learning engineer," "GeoAI developer," or "AI integration" — that's my day job, not something I learned on the side. On Upwork: 2,500+ hours billed · 13 jobs · 100% Job Success · Top Rated Plus. "High quality work, solved some complex problems." — Billboards America (520 hrs, PostGIS OOH advertising platform) "Muhammad has become an important member of our team… the first I'll reach out to for any future project." — US SaaS client (1,346 hrs over 11 months, React + Node.js + AI data pipeline) Full-stack: Angular v2–v19 is my deepest framework. Equally at home in React, Next.js, React Native, Node.js, NestJS, Express, and Golang, with TypeScript and Tailwind CSS on the frontend and REST and GraphQL APIs on the backend. Data science and deep learning: Python, TensorFlow, Keras, PyTorch, scikit-learn, Pandas, NumPy — CNN architectures, RNNs, LSTMs, GRUs, Transformers (BERT, GPT-style), and GANs — from model design and training through fine-tuning and production deployment. NLP, computer vision, and generative AI are active areas of both my professional work and MS research. Big data and infrastructure: Apache Airflow for pipeline orchestration, PostgreSQL/PostGIS for spatial data, GIS and remote sensing pipelines, geospatial data processing, vector tile servers, AWS (EC2, Lambda, S3, RDS), and Google Cloud Run. I'm completing an MS in Data Science at PUCIT, with coursework covering deep learning, NLP, big data systems, and MLOps. My thesis is on GAN-based avatar generation for Pakistan Sign Language — generative AI solving a real problem in a country where no such system existed before. Not a side experiment. A full research project with working implementation. What I build: GeoAI platforms and spatial data systems, deep learning and computer vision pipelines, NLP and Transformer integrations, end-to-end ML pipelines from raw data to deployed inference APIs, full-stack SaaS applications, and React Native mobile apps. What I skip: experiments that never leave a notebook, rush jobs that need corners cut, and projects where "AI" is just a label with no implementation behind it. Message me — I'd like to hear what you're building. — #DeepLearning #MachineLearning #DataScience #Python #TensorFlow #Keras #PyTorch #NLP #ComputerVision #GenerativeAI #GeoAI #Mapbox #PostGIS #Cesium #GIS #RemoteSensing #NDVI #SatelliteImagery #Angular #React #NextJS #ReactNative #NodeJS #NestJS #Golang #TypeScript #PostgreSQL #GraphQL #ApacheAirflow #AWS #FullStackDevelopment #AIIntegration #Transformers #LSTMs #CNNs #GANs #Pandas #scikit_learn #Leaflet #GeoJSON

GIS Solutions Engineer | ArcGIS Pro, ESRI's GeoAI, Remote Sensing & Web Mapping Thank you for visiting my profile. With over three years of dedicated experience in Geographic Information Systems (GIS), I specialize in solving spatial challenges through precise and innovative GIS solutions. My expertise spans GIS Development, Spatial Analysis, and Data Visualization, ensuring that I can deliver exceptional results for your project goals. I help businesses and researchers turn geospatial data into clear, accurate, and actionable insights. I specialize in ArcGIS Pro, GeoAI deep learning, remote sensing, spatial analysis, and building interactive GIS web apps. Skills: • ArcGIS Enterprise (Online, Portal, Server) • Desktop GIS (ESRI Suite - ArcGIS Pro. QGIS) • ArcGIS API for JavaScript. • Python (ArcPy) • GIS Development • Geocoding • ESRI's GeoAI (Detect Objects Using Deep Learning) • Geolocation & Data Collection • Georeferencing & Vectorization • Spatial Querying & Mapping • Spatial Data Analysis • Spatial Data Science • ESRI ModelBuilder • Data Visualization • Spatial Problem Solving • Cartography • Leaflet.js • LiDAR and Point Clouds Processing • Google Earth Pro • ERDAS Imagine • Remote Sensing Key Services: • Interactive Maps Development • Creating Shapefiles • Georeferencing Scanned Maps • Network Analysis • Coordinates Extraction • Heat Map Creation • Satellite Image Processing • Geocode Addresses My focus is not just on completing tasks, it's about fostering growth and building lasting partnerships with my clients. As a fast learner who thrives on problem-solving, I remain dedicated to helping you achieve your goals. I view every project as an opportunity to build a collaborative partnership rather than merely completing a task. Understanding your unique needs and objectives is foundational to delivering tailored solutions that exceed expectations. Let's connect!

Launch your SaaS or MVP with confidence, no costly rebuilds, no wasted time. With 𝟴+ 𝘆𝗲𝗮𝗿𝘀 of experience I deliver 𝗲𝗻𝘁𝗲𝗿𝗽𝗿𝗶𝘀𝗲-𝗿𝗲𝗮𝗱𝘆 𝘀𝗼𝗹𝘂𝘁𝗶𝗼𝗻𝘀 that scale with your business. ✅ Built multi-tenant SaaS platforms generating $100K+ revenue. ✅ Developed AI/LLM-enabled geospatial analytics dashboards. ✅ Created delivery route optimization and fleet tracking platforms. ✅ Designed PostGIS & spatial database systems for millions of records. ✅ Strong expertise in React, Next.js, Node.js, NestJS, Mapbox, Leaflet. 𝗧𝗲𝗰𝗵 𝗦𝘁𝗮𝗰𝗸 Frontend: React, Next.js, TypeScript Backend: Node.js, NestJS, Python, REST APIs GIS & Mapping: PostGIS, GeoServer, Mapbox GL, Leaflet, OpenLayers DevOps: Docker, CI/CD, Cloud Deployment Want to turn your idea into action? DM me to grab a 𝗳𝗿𝗲𝗲 𝟯𝟬-𝗺𝗶𝗻 𝘀𝘁𝗿𝗮𝘁𝗲𝗴𝘆 𝗰𝗮𝗹𝗹 to get clear next steps.

Machine Learning Engineer specializing in quantitative finance with proven track record in algorithmic trading systems and financial forecasting. Ranked #1 out of 18,166 professional data scientists in a time series forecasting Kaggle competition. Former VP at Citi Bank with 7+ years building production ML systems. Most of all, I adore logical problem solving! I'm also a former competitive chess player (rated 2073 ECF) . Available for: ML model deployment, data pipeline architecture, Strategy development, backtesting systems, quantitative research, financial dashboards, data analytics. Core Expertise 📊 Quantitative Finance & Trading End-to-end algo trading pipelines: Strategy development → Backtesting → Live deployment Trading platforms: Interactive Brokers API, TradingView, QuantConnect, MetaTrader (MQL4/5), cTrader Risk modeling: Options pricing (Black-Scholes, Monte Carlo), volatility modeling (GVAR, GARCH) Market data engineering: Massive (Polygon) AWS S3, real-time feeds, historical data pipelines 🤖 Machine Learning & AI Time series forecasting: ARIMA, LSTM, GRU for financial markets ML algorithms: XGBoost, LightGBM, Random Forests, Neural Networks Deep learning: CNNs for pattern recognition, RNNs for sequence prediction Natural Language Processing: Sequence-to-Sequence Encoder-Decoder Transformer Models with Attention Feature engineering: Target encodings, geospatial analysis, text vectorization 💻 Technical Implementation Languages: Python, Scala, SQL, R, C++, Java, Spark ML/DL frameworks: PyTorch, TensorFlow, scikit-learn, JAX Data engineering: PostgreSQL, AWS S3, REST APIs, real-time streaming Deployment: FastAPI, Flask, Streamlit dashboards, Docker Notable Achievements Kaggle Competition Winner: 1st place (out of 18,166) in 1C Future Sales Prediction Live Trading Success: Deployed strategy which achieved 25% CAGR at a prop trading firm for 3 years Enterprise Scale: Built forecasting models for 60+ countries at Citi Bank Academic Excellence: MS Computer Science (ML) Georgia Tech (GPA 3.9), MS Quantitative Finance (GPA 3.7) Certifications: FRM Level 1, CFA Level 2 Recent Projects 1. Building Custome Backtesting Engine in Python, Strategies & Indicators in MT5, NT8, MQL 2. Volatility clustering using Dynamic Time Warping for casino game crash prediction 3. Options chain visualization & credit spread calculator with Polygon data feeds 4. Yield curve forecasting model (PCA-based) outperforming legacy systems 5. Neural machine translation using Transformers with attention mechanisms How I Work I focus on delivering robust, scalable solutions that solve real business problems. Whether you need a complete trading system, risk model optimization, or ML-powered financial analysis, I bring both academic rigor and practical experience to ensure successful outcomes. I am especially passionate about data engineering - building robust, scalable and efficient data architectures.

🔹 Top Rated 🔹 4+ Years of Experience 🔹 5★ Ratings 🔹 Expert in Interactive Web Maps, Geospatial Analysis & Custom Dashboards 🔹Flexible hours — US/UK/Middle East friendly As a skilled GIS Developer and Full-Stack Web Mapping Specialist, I turn complex geospatial data into intuitive, interactive, and visually stunning web applications using cutting-edge technologies like Mapbox, Leaflet, OpenLayers, and CesiumJS. My mission? To help clients solve location-based challenges, automate GIS workflows, and deliver spatial insights that drive decisions — all through clean, scalable code. Whether you're building a real estate property viewer, urban planning dashboard, environmental monitoring tool, agricultural analysis platform, 3D GIS viewer, or automating raster/vector processing pipelines, I bring deep domain expertise and a passion for user-centered geospatial applications that serve industries such as real estate, utilities, infrastructure, logistics, natural resources, and smart cities. My Tech Toolkit: -> Frontend: ReactJS | Angular | MUI | Bootstrap -> Backend: Express | Python | Django | Flask | Node.js -> Mapping: Mapbox | Leaflet | OpenLayers | Cesium | Google Maps | DeckGL -> Databases: PostgreSQL + PostGIS | MongoDB | MySQL -> GIS Tools: QGIS | ArcGIS | GDAL | FME | GeoPandas | Rasterio -> Data Formats: GeoJSON | Shapefile | KML | GeoTIFF | WMS/WFS | Vector Tiles - Mobile: React Native (for location-based apps) ✨ Core Expertise: 🌐 Interactive Web Mapping -> Custom map apps using Mapbox GL JS, Leaflet, OpenLayers, or CesiumJS -> Dynamic layers, real-time data feeds, fly-to animations, and popups -> 3D visualization, vector tile rendering, and globe-based apps 🧠 Spatial Analysis & Automation -> Buffering, overlays, routing, interpolation, and proximity queries -> Automation of raster tile uploads, format conversion, and ETL pipelines -> Tools: GDAL, GeoPandas, Turf.js, FME, Rasterio ⚙️ Backend & API Development -> REST APIs using Node.js, Express, Django, or Flask -> Integration of PostGIS spatial queries and real-time GeoJSON endpoints -> Secure user auth, project dashboards, and cloud deployments (AWS, Docker) 🎯 Data Visualization & Dashboards -> Custom geospatial dashboards using D3.js, Plotly, or PowerBI -> User-friendly UI with React, Vue, or Angular -> Scrollable layers panel, live legend updates, and responsive design 💡 Why Work With Me? Client satisfaction is my top priority. I deliver tailored solutions that exceed expectations and meet your specific needs. I’m committed to providing high-quality, customized solutions that not only meet but exceed your expectations. Whether it's a simple map or a complex GIS platform, I work closely with you to ensure every detail is perfect.

I build high-performance web mapping applications and GIS solutions using Mapbox, Leaflet, and modern web technologies. ⭐️ Top Rated - Top 10% of talent on Upwork ✅ 6+ years of experience ✅ 20+ projects delivered with 5 star rating ✅ Available to collaborate seamlessly in US time zones Hi, I'm a seasoned GIS specialist and full-stack developer, on a mission to deliver excellence in interactive web mapping. Leveraging industry-leading technologies such as Mapbox, Leaflet, and OpenLayers, I create high-quality, tailored solutions that meet your project’s unique needs. With a robust foundation in HTML, CSS, JavaScript, Python, ReactJS, and React Native, along with expertise in geospatial analysis, data management, and web mapping technologies like PowerBI and ArcGIS, I'm committed to driving impactful solutions My ability to effectively communicate and collaborate with cross-functional teams, along with my strong problem-solving and analytical skills, ensures that your interactive web maps are not only functional but also visually compelling. My passion for Mapbox and Leaflet allows me to push the boundaries of what’s possible in web mapping, making me a valuable asset to your team. ⭐ My strengths and skills: ✅ Full-Stack Development: Proficient in both front-end and back-end development, including HTML, CSS, JavaScript, and frameworks like ReactJS, React Native, and Angular for building user interfaces. I also have experience with server-side technologies like Node.js, Laravel, or Django for building robust APIs and handling data processing that power interactive web maps. ✅ Geospatial Expertise: In-depth knowledge of GIS principles, spatial databases (e.g., PostGIS), and geospatial data formats (e.g., GeoJSON, Shapefile), with a solid understanding of coordinate systems, map projections, and spatial analysis techniques that are crucial for creating accurate interactive web maps using Mapbox, Leaflet, and OpenLayers. ✅ Web Mapping Technologies: Extensive experience with Mapbox, Leaflet, and OpenLayers to create interactive web maps that are both visually appealing and highly functional. I can customize these web maps to meet your unique requirements, ensuring seamless integration with your existing systems and optimal performance. ✅ Database Management: Proficient in working with relational databases (e.g., PostgreSQL, MySQL) and spatial databases (e.g., PostGIS) for efficient storage and retrieval of geospatial data. My experience in database management ensures that your Mapbox and Leaflet interactive web maps have fast and reliable data access. ✅ Data Visualization: Skilled in visualizing geospatial data using charting libraries like D3.js or Plotly. I create intuitive and informative data visualizations that enhance your interactive web maps developed with Mapbox, Leaflet, and OpenLayers. ✅ Spatial Analysis and Modeling: Capable of performing advanced spatial analysis tasks such as buffering, overlaying, network analysis, and geoprocessing. My expertise in tools like ArcGIS, QGIS, and ArcGIS Pro complements my work in developing interactive web maps with Mapbox and Leaflet. ✅ Version Control and Collaboration: Proficient in using version control systems like Git for code management and collaboration within development teams. My approach ensures that your interactive web maps built with Mapbox and Leaflet are maintained with the highest standards. ✅ Problem-Solving and Analytical Skills: Strong analytical thinking and problem-solving abilities enable me to address complex spatial challenges and develop innovative solutions using Mapbox, Leaflet, OpenLayers, and other geospatial technologies. Whether you need to optimize map performance or customize map styles, I have the expertise to deliver results. ✅ Communication and Collaboration: Excellent communication skills allow me to effectively collaborate with cross-functional teams & clients. I translate technical concepts into understandable terms and work in agile development environments, ensuring your interactive web maps meet all project requirements. ⭐ Technologies: Geographic Information Systems (GIS) Software: ArcGIS, QGIS. Spatial Databases: PostgreSQL with PostGIS, Microsoft SQL Server. Programming Languages: Python, JavaScript, SQL. Web Mapping Libraries: Leaflet, OpenLayers, Mapbox GL JS, CesiumJS, Potree. GIS APIs: Google Maps API, ArcGIS API for JavaScript, Mapbox API, MapTiler API. Front-end Frameworks: React, Angular, Wordpress Back-end Frameworks: Node.js, Django, GeoServer. Data Visualization: D3.js, Plotly. Geospatial Analysis: GDAL, P, rasterio, TurfJS, GeoPandas. Spatial ETL (Extract, Transform, Load): FME. Version Control: Git, GitHub, Bitbucket. Cloud Computing: Amazon Web Services (AWS) Mobile Development: React Native. Containerization: Docker. Data Formats: GeoJSON, Shapefile, KML, GeoTIFF, vector tiles. Let’s connect to discuss how my expertise in Mapbox help your business

I help organizations turn complex data into clear, actionable dashboards and geospatial insights using Power BI and GIS technologies. I’m a data visualization and GIS specialist with 6+ years of experience working on dashboards, KPI reporting systems, and location-based analytics for logistics, real estate, operations, and data-driven teams that need reliable insights to support decision-making. Clients typically work with me for: Building Power BI dashboards with clean data models, DAX, and Power Query Designing KPI and executive reporting systems that are easy to understand and maintain Creating geospatial maps and territory analytics using ArcGIS, QGIS, Mapbox, and Google Maps Location-based analysis such as heatmaps, demographic overlays, and operational coverage maps Integrating data from SQL databases, Excel, CSV, JSON, and external APIs When it adds value, I also integrate AI-powered insights into dashboards, such as automated summaries, trend detection, forecasting, and anomaly detection, helping teams understand data faster without manual analysis. I focus on clarity, performance, and long-term usability—so dashboards remain accurate, responsive, and useful as data grows. If you need a specialist who can organize your data, visualize it clearly, and deliver reliable insights for ongoing decision-making, I’m ready to help.